Statistical Learning Approaches to Some Classification Problems. - Hyukjun Gweon (2017)

The k conditional nearest neighbor algorithm for classification and class probability estimation. - Hyukjun Gweon; Matthias Schonlau; Stefan H. Steiner (PeerJ Comput. Sci., 2019)

Nearest labelset using double distances for multi-label classification. - Hyukjun Gweon; Matthias Schonlau; Stefan H. Steiner (PeerJ Comput. Sci., 2019)

How reliable is your reliability diagram? - Hyukjun Gweon; Hao Yu (Pattern Recognit. Lett., 2019)

Threshold Moving Approaches for Addressing the Class Imbalance Problem and their Application to Multi-label Classification. - Xingfu Zhang; Hyukjun Gweon; Serge B. Provost (ICAIP, 2020)

A nearest neighbor-based active learning method and its application to time series classification. - Hyukjun Gweon; Hao Yu (Pattern Recognit. Lett., 2021)

A power-controlled reliability assessment for multi-class probabilistic classifiers. - Hyukjun Gweon (Adv. Data Anal. Classif., 2023)

Random k conditional nearest neighbor for high-dimensional data. - Jiaxuan Lu; Hyukjun Gweon (PeerJ Comput. Sci., 2025)

A nearest neighbor-based approach for improving the reliability of multiclass probabilistic classifiers. - Hyukjun Gweon; Jiaxuan Lu (Int. J. Data Sci. Anal., 2025)